Fold 2 - Understanding why coefficient -2934074 was selected
Tag: BLACKFRIDAY
Selected Coefficient: -2934074
Taxonomy Path: -14.10.75.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2934074 | 3.000000 | -14.10.75.5 | -5.75.10.14 (-(5*79^3 + 75*79^2 + 10*79 + 14)) | Yes | |
| -1048647 | 3.000000 | -1.2.10.2 | -2.10.2.1 (-(2*79^3 + 10*79^2 + 2*79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 244 | 3.000000 | 7.3 | 3.7 (3*79 + 7) | Cameras & Optics > Optics | No |
These are the training products that have the "BLACKFRIDAY" tag (processing sequence 4360). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 15538 | Óculos Yasmin | 244 | Cameras & Optics > Optics | none | 2934318 | none | |
| 18116 | Angel Tee Black | 0 | NOTEWORTHY, SHORT SLEEVES, NEWSLETTER2019 | 2934074 | none | ||
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | -1048647 | 28, HOLIDAY SHOP, NOTEWORTHY, BLACKFRI2022 | 1885427 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | -2934074 | WORKWEAR, BLACKFRI2022, COASTAL, NEWSLETTER2019 | 0 | none |